The Method of Dynamic Routing in Self-Healing Networks
The report proposes a dynamic routing method for Self-healing Networks (ShN). The method takes into account the specific features of ShN. During routing, the flow of service information is reduced. The search for the optimal route is carried out using a convolutional neural network. The method significantly outperforms existing methods when some network nodes fail.
Authors
- Andriy Kovalenko (ORCID: https://orcid.org/0000-0002-2817-9036)
- Nina Kuchuk (ORCID: https://orcid.org/0000-0002-0784-1465)
- Stanislav Partyka
- Svitlana Kashkevich (ORCID: https://orcid.org/0000-0002-4448-3839)
- Oleksandr Yankovskyi
- S Toporkova Anna
Institutions
- Kharkiv National University of Radio Electronics (UA)
- National Technical University "Kharkiv Polytechnic Institute" (UA)
- V. N. Karazin Kharkiv National University (UA)
- National University "Kyiv Aviation Institute" (UA)
Publication Details
- Published
- 2024-10-07
- DOI
- https://doi.org/10.1109/khpiweek61434.2024.10877971
- Primary Topic
- Energy Efficient Wireless Sensor Networks
- Type
- article
- Field-Weighted Citation Impact
- 0.00